# QUANTCONNECT.COM - Democratizing Finance, Empowering Individuals. # Lean Algorithmic Trading Engine v2.0. Copyright 2014 QuantConnect Corporation. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from clr import AddReference AddReference("System.Core") AddReference("QuantConnect.Common") AddReference("QuantConnect.Algorithm") from System import * from QuantConnect import * from QuantConnect.Algorithm import * from QuantConnect.Orders import * from QuantConnect.Data.UniverseSelection import * from datetime import datetime ### ### Universe Selection regression algorithm simulates an edge case. In one week, Google listed two new symbols, delisted one of them and changed tickers. ### ### class UniverseSelectionRegressionAlgorithm(QCAlgorithm): def Initialize(self): self.SetStartDate(2014,03,22) #Set Start Date self.SetEndDate(2014,04,07) #Set End Date self.SetCash(100000) #Set Strategy Cash # Find more symbols here: http://quantconnect.com/data # security that exists with no mappings self.AddEquity("SPY", Resolution.Daily) # security that doesn't exist until half way in backtest (comes in as GOOCV) self.AddEquity("GOOG", Resolution.Daily) self.UniverseSettings.Resolution = Resolution.Daily self.AddUniverse(self.CoarseSelectionFunction) self.delistedSymbols = [] self.changes = None def CoarseSelectionFunction(self, coarse): return [ c.Symbol for c in coarse if c.Symbol.Value == "GOOG" or c.Symbol.Value == "GOOCV" or c.Symbol.Value == "GOOAV" or c.Symbol.Value == "GOOGL" ] def OnData(self, data): if self.Transactions.OrdersCount == 0: self.MarketOrder("SPY", 100) for kvp in data.Delistings: self.delistedSymbols.append(kvp.Key) if self.changes is None: return if not all(data.Bars.ContainsKey(x.Symbol) for x in self.changes.AddedSecurities): return for security in self.changes.AddedSecurities: self.Log("{0}: Added Security: {1}".format(self.Time, security.Symbol)) self.MarketOnOpenOrder(security.Symbol, 100) for security in self.changes.RemovedSecurities: self.Log("{0}: Removed Security: {1}".format(self.Time, security.Symbol)) if security.Symbol not in self.delistedSymbols: self.Log("Not in delisted: {0}:".format(security.Symbol)) self.MarketOnOpenOrder(security.Symbol, -100) self.changes = None def OnSecuritiesChanged(self, changes): self.changes = changes def OnOrderEvent(self, orderEvent): if orderEvent.Status == OrderStatus.Submitted: self.Log("{0}: Submitted: {1}".format(self.Time, self.Transactions.GetOrderById(orderEvent.OrderId))) if orderEvent.Status == OrderStatus.Filled: self.Log("{0}: Filled: {1}".format(self.Time, self.Transactions.GetOrderById(orderEvent.OrderId)))